CEACAM5 and neoplasm: To assess the predictive effects of the genetic interaction profile beyond the clinical features to influence overall survival, we performed a multivariate analysis, adjusting for age, gender, CEA levels, tumor differentiation, stage, lymphovascular invasion, perineural invasion, and lymph node involvement.